Table Data - All Employees: Professional and Business Services in Duluth, MN-WI (MSA)
| Title | All Employees: Professional and Business Services in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-06-01 |
| Last Updated | 2026-07-22 9:50 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 4.99194204146219 |
| 1990-02-01 | 4.95901607232890 |
| 1990-03-01 | 5.04992611333434 |
| 1990-04-01 | 5.05576936553765 |
| 1990-05-01 | 5.05958919306411 |
| 1990-06-01 | 5.06808983206052 |
| 1990-07-01 | 5.41381866809742 |
| 1990-08-01 | 5.39382205362166 |
| 1990-09-01 | 5.59593463031052 |
| 1990-10-01 | 5.22518101946341 |
| 1990-11-01 | 5.40949999366229 |
| 1990-12-01 | 5.38711845655211 |
| 1991-01-01 | 5.28829339776013 |
| 1991-02-01 | 5.25190659039167 |
| 1991-03-01 | 5.23745959017084 |
| 1991-04-01 | 5.35738130522106 |
| 1991-05-01 | 5.45846340207584 |
| 1991-06-01 | 5.47118690758751 |
| 1991-07-01 | 5.51640067530641 |
| 1991-08-01 | 5.60130236112947 |
| 1991-09-01 | 5.60652040329871 |
| 1991-10-01 | 5.62926048325041 |
| 1991-11-01 | 5.61265610486066 |
| 1991-12-01 | 5.69658876207838 |
| 1992-01-01 | 6.17967936649683 |
| 1992-02-01 | 6.12990851732429 |
| 1992-03-01 | 6.11424668007030 |
| 1992-04-01 | 6.26116011165647 |
| 1992-05-01 | 6.25262238595554 |
| 1992-06-01 | 6.37428472969508 |
| 1992-07-01 | 6.32651400627475 |
| 1992-08-01 | 6.21949688674344 |
| 1992-09-01 | 6.31893110586843 |
| 1992-10-01 | 5.53692097288979 |
| 1992-11-01 | 5.51879039493333 |
| 1992-12-01 | 5.51394121278110 |
| 1993-01-01 | 5.16242992795581 |
| 1993-02-01 | 5.19793668036659 |
| 1993-03-01 | 5.28442811918526 |
| 1993-04-01 | 5.06275966593929 |
| 1993-05-01 | 5.05222098555636 |
| 1993-06-01 | 5.07494737794960 |
| 1993-07-01 | 5.03418221772634 |
| 1993-08-01 | 5.14194918516494 |
| 1993-09-01 | 5.23694289840120 |
| 1993-10-01 | 5.34694362227215 |
| 1993-11-01 | 5.41806919000131 |
| 1993-12-01 | 5.42701290291430 |
| 1994-01-01 | 5.44178979632039 |
| 1994-02-01 | 5.47676767159959 |
| 1994-03-01 | 5.46066661807102 |
| 1994-04-01 | 5.47167700903451 |
| 1994-05-01 | 5.44925075539358 |
| 1994-06-01 | 5.37442739761322 |
| 1994-07-01 | 5.43409520978347 |
| 1994-08-01 | 5.35267602942400 |
| 1994-09-01 | 5.25297684936989 |
| 1994-10-01 | 5.06007009100429 |
| 1994-11-01 | 5.21108175980505 |
| 1994-12-01 | 5.23255226758147 |
| 1995-01-01 | 5.53456258138002 |
| 1995-02-01 | 5.47848028779723 |
| 1995-03-01 | 5.54949140944743 |
| 1995-04-01 | 5.47629702099964 |
| 1995-05-01 | 5.54687748319915 |
| 1995-06-01 | 5.46552989439538 |
| 1995-07-01 | 5.51180185711314 |
| 1995-08-01 | 5.65041898187487 |
| 1995-09-01 | 5.77051673725664 |
| 1995-10-01 | 5.77807199167797 |
| 1995-11-01 | 5.80917806152673 |
| 1995-12-01 | 5.82017896929001 |
| 1996-01-01 | 6.04523221630837 |
| 1996-02-01 | 6.09792769183220 |
| 1996-03-01 | 6.15345751990529 |
| 1996-04-01 | 6.17718481624010 |
| 1996-05-01 | 6.13748453626205 |
| 1996-06-01 | 6.24695159769488 |
| 1996-07-01 | 6.18378843809249 |
| 1996-08-01 | 6.24607115092882 |
| 1996-09-01 | 6.28369460600226 |
| 1996-10-01 | 6.40089336632680 |
| 1996-11-01 | 6.51223006544727 |
| 1996-12-01 | 6.49466215796088 |
| 1997-01-01 | 6.66738166323900 |
| 1997-02-01 | 6.62383074646145 |
| 1997-03-01 | 6.55185319653722 |
| 1997-04-01 | 6.66744198317348 |
| 1997-05-01 | 6.83823270936864 |
| 1997-06-01 | 6.91962877069024 |
| 1997-07-01 | 7.16670463548961 |
| 1997-08-01 | 7.35273125700177 |
| 1997-09-01 | 7.30247197588569 |
| 1997-10-01 | 8.52165643935810 |
| 1997-11-01 | 7.50745364833880 |
| 1997-12-01 | 7.55684121381228 |
| 1998-01-01 | 7.47528382474850 |
| 1998-02-01 | 7.54728244956810 |
| 1998-03-01 | 7.45169271958262 |
| 1998-04-01 | 7.86128126914322 |
| 1998-05-01 | 8.24304588365964 |
| 1998-06-01 | 8.29972287610189 |
| 1998-07-01 | 8.26960239621850 |
| 1998-08-01 | 8.06770533023831 |
| 1998-09-01 | 8.01802779711841 |
| 1998-10-01 | 7.73452207619801 |
| 1998-11-01 | 7.78925961230201 |
| 1998-12-01 | 7.92527347709998 |
| 1999-01-01 | 7.77525317942462 |
| 1999-02-01 | 7.85534564993113 |
| 1999-03-01 | 7.84860092716433 |
| 1999-04-01 | 7.95745619222892 |
| 1999-05-01 | 7.95830935620217 |
| 1999-06-01 | 7.98848426069118 |
| 1999-07-01 | 7.98258281714539 |
| 1999-08-01 | 7.88129232918177 |
| 1999-09-01 | 7.52560534556452 |
| 1999-10-01 | 7.94414394061990 |
| 1999-11-01 | 7.97514013042320 |
| 1999-12-01 | 8.11962556451276 |
| 2000-01-01 | 8.05127688908255 |
| 2000-02-01 | 8.13842369676438 |
| 2000-03-01 | 8.35157368335087 |
| 2000-04-01 | 8.55861859603200 |
| 2000-05-01 | 8.17119297847158 |
| 2000-06-01 | 8.18976308116145 |
| 2000-07-01 | 8.20145427865115 |
| 2000-08-01 | 8.39141977941519 |
| 2000-09-01 | 8.42688925265340 |
| 2000-10-01 | 8.55478825418271 |
| 2000-11-01 | 8.66602675599482 |
| 2000-12-01 | 8.62483844314239 |
| 2001-01-01 | 7.61876786222162 |
| 2001-02-01 | 7.40880303708638 |
| 2001-03-01 | 7.34928125687040 |
| 2001-04-01 | 7.26704605406173 |
| 2001-05-01 | 7.19035585075342 |
| 2001-06-01 | 7.10360520284600 |
| 2001-07-01 | 6.91964571560734 |
| 2001-08-01 | 6.88727136402342 |
| 2001-09-01 | 6.92494882068052 |
| 2001-10-01 | 6.96031960567766 |
| 2001-11-01 | 6.95396899673769 |
| 2001-12-01 | 6.83446726106393 |
| 2002-01-01 | 6.88280345463343 |
| 2002-02-01 | 6.98734699511065 |
| 2002-03-01 | 6.86962618849392 |
| 2002-04-01 | 6.97774661679582 |
| 2002-05-01 | 6.89623905738303 |
| 2002-06-01 | 7.21497947224165 |
| 2002-07-01 | 7.32767424729041 |
| 2002-08-01 | 7.57634004764647 |
| 2002-09-01 | 7.52726727884241 |
| 2002-10-01 | 7.15934407310906 |
| 2002-11-01 | 7.14361253808874 |
| 2002-12-01 | 7.23653791611613 |
| 2003-01-01 | 7.56887855677593 |
| 2003-02-01 | 7.47570872404117 |
| 2003-03-01 | 7.49060716051266 |
| 2003-04-01 | 7.49013954473650 |
| 2003-05-01 | 7.50295412631131 |
| 2003-06-01 | 7.42776517058852 |
| 2003-07-01 | 7.41915754594172 |
| 2003-08-01 | 7.35134048506010 |
| 2003-09-01 | 7.22380373996861 |
| 2003-10-01 | 7.15145677344881 |
| 2003-11-01 | 7.14363373694913 |
| 2003-12-01 | 7.34672143781918 |
| 2004-01-01 | 7.27466519945298 |
| 2004-02-01 | 7.27547390205823 |
| 2004-03-01 | 7.30766622138768 |
| 2004-04-01 | 7.19463135204843 |
| 2004-05-01 | 7.19737297423803 |
| 2004-06-01 | 7.12918203167755 |
| 2004-07-01 | 7.20769676623914 |
| 2004-08-01 | 7.23043735449422 |
| 2004-09-01 | 7.22878500227339 |
| 2004-10-01 | 7.24454371378747 |
| 2004-11-01 | 7.24617824308342 |
| 2004-12-01 | 7.25195872428484 |
| 2005-01-01 | 6.89379279082825 |
| 2005-02-01 | 6.87838797234027 |
| 2005-03-01 | 6.90696481196020 |
| 2005-04-01 | 7.09564687496278 |
| 2005-05-01 | 7.09522517660749 |
| 2005-06-01 | 7.14346601131181 |
| 2005-07-01 | 7.00353837423560 |
| 2005-08-01 | 7.00486166156612 |
| 2005-09-01 | 7.02245734437382 |
| 2005-10-01 | 7.13060241890776 |
| 2005-11-01 | 7.13703535708489 |
| 2005-12-01 | 7.16312543637429 |
| 2006-01-01 | 7.22374299128023 |
| 2006-02-01 | 7.19251215326531 |
| 2006-03-01 | 7.21268114158497 |
| 2006-04-01 | 7.18932257932093 |
| 2006-05-01 | 7.18335797540081 |
| 2006-06-01 | 7.25146680053078 |
| 2006-07-01 | 7.40285389293284 |
| 2006-08-01 | 7.48624926130905 |
| 2006-09-01 | 7.51439321746381 |
| 2006-10-01 | 7.61468984512666 |
| 2006-11-01 | 7.62790748418592 |
| 2006-12-01 | 7.68361781257072 |
| 2007-01-01 | 7.84831938846233 |
| 2007-02-01 | 7.99955091150404 |
| 2007-03-01 | 8.11251934373809 |
| 2007-04-01 | 8.08912071483003 |
| 2007-05-01 | 8.18339323029804 |
| 2007-06-01 | 8.26392804861204 |
| 2007-07-01 | 8.19727679625127 |
| 2007-08-01 | 8.16741075493260 |
| 2007-09-01 | 8.19500011477989 |
| 2007-10-01 | 8.19467082859024 |
| 2007-11-01 | 8.32167931816377 |
| 2007-12-01 | 8.30946405232563 |
| 2008-01-01 | 8.37148669569846 |
| 2008-02-01 | 8.41056099036676 |
| 2008-03-01 | 8.41179122052690 |
| 2008-04-01 | 8.48952561279571 |
| 2008-05-01 | 8.48420174158389 |
| 2008-06-01 | 8.36462417143311 |
| 2008-07-01 | 8.39084991654257 |
| 2008-08-01 | 8.55338669111035 |
| 2008-09-01 | 8.48685339782248 |
| 2008-10-01 | 8.27984910450296 |
| 2008-11-01 | 8.22124004169916 |
| 2008-12-01 | 8.12317008898972 |
| 2009-01-01 | 7.88414287540093 |
| 2009-02-01 | 7.61516214050711 |
| 2009-03-01 | 7.60858722065641 |
| 2009-04-01 | 7.79721330768434 |
| 2009-05-01 | 7.79395006011988 |
| 2009-06-01 | 7.66429491011296 |
| 2009-07-01 | 7.78814731704769 |
| 2009-08-01 | 7.74108913421778 |
| 2009-09-01 | 7.68351536655654 |
| 2009-10-01 | 7.66302860261553 |
| 2009-11-01 | 7.61470481640044 |
| 2009-12-01 | 7.61831248727985 |
| 2010-01-01 | 7.80374484566362 |
| 2010-02-01 | 7.82787878132126 |
| 2010-03-01 | 7.91483064655495 |
| 2010-04-01 | 7.80176272289197 |
| 2010-05-01 | 7.79450965256168 |
| 2010-06-01 | 7.84965437321292 |
| 2010-07-01 | 7.78380597323871 |
| 2010-08-01 | 7.73536361044165 |
| 2010-09-01 | 7.79574579017355 |
| 2010-10-01 | 7.85890026985684 |
| 2010-11-01 | 7.81888791398184 |
| 2010-12-01 | 7.81146630346615 |
| 2011-01-01 | 7.90857219769047 |
| 2011-02-01 | 7.62665627294163 |
| 2011-03-01 | 7.61063693457441 |
| 2011-04-01 | 7.60722388486043 |
| 2011-05-01 | 7.50107073882878 |
| 2011-06-01 | 7.53305497635909 |
| 2011-07-01 | 7.47693563589708 |
| 2011-08-01 | 7.54060602895240 |
| 2011-09-01 | 7.51261125540434 |
| 2011-10-01 | 7.55945699094619 |
| 2011-11-01 | 7.72550700561430 |
| 2011-12-01 | 7.49913631678995 |
| 2012-01-01 | 7.51674896414891 |
| 2012-02-01 | 7.62869660259731 |
| 2012-03-01 | 7.50890752705526 |
| 2012-04-01 | 7.49840218622546 |
| 2012-05-01 | 7.59314239621842 |
| 2012-06-01 | 7.71266433740210 |
| 2012-07-01 | 7.76899831843625 |
| 2012-08-01 | 7.85418135539451 |
| 2012-09-01 | 7.82788590205547 |
| 2012-10-01 | 8.07728380404584 |
| 2012-11-01 | 7.94442886296197 |
| 2012-12-01 | 7.89601928335021 |
| 2013-01-01 | 7.81503310968647 |
| 2013-02-01 | 7.81617733088709 |
| 2013-03-01 | 7.90964447066545 |
| 2013-04-01 | 7.87463158805537 |
| 2013-05-01 | 7.98533725780206 |
| 2013-06-01 | 7.90171317152368 |
| 2013-07-01 | 7.86411693223088 |
| 2013-08-01 | 7.86975932384812 |
| 2013-09-01 | 7.82994313474664 |
| 2013-10-01 | 7.79864185203256 |
| 2013-11-01 | 7.86280364139189 |
| 2013-12-01 | 7.99282422954869 |
| 2014-01-01 | 8.12355741732350 |
| 2014-02-01 | 8.11678098073413 |
| 2014-03-01 | 8.11138324214948 |
| 2014-04-01 | 8.03585082232999 |
| 2014-05-01 | 7.96342157109341 |
| 2014-06-01 | 7.99700889429614 |
| 2014-07-01 | 8.06495789763174 |
| 2014-08-01 | 7.98366848056657 |
| 2014-09-01 | 8.02321994153795 |
| 2014-10-01 | 8.12530450119690 |
| 2014-11-01 | 8.29113313710870 |
| 2014-12-01 | 8.29769470260362 |
| 2015-01-01 | 8.02252370263378 |
| 2015-02-01 | 8.00957040933976 |
| 2015-03-01 | 8.00560035103893 |
| 2015-04-01 | 8.09568086747005 |
| 2015-05-01 | 8.15299628969266 |
| 2015-06-01 | 8.09849353473333 |
| 2015-07-01 | 8.07351941442729 |
| 2015-08-01 | 8.00468029124491 |
| 2015-09-01 | 8.01401032612242 |
| 2015-10-01 | 7.93540917687320 |
| 2015-11-01 | 7.90632720685735 |
| 2015-12-01 | 7.89751086969652 |
| 2016-01-01 | 8.02403847647546 |
| 2016-02-01 | 8.01243048147186 |
| 2016-03-01 | 7.90029643693705 |
| 2016-04-01 | 7.96090914063825 |
| 2016-05-01 | 7.84093048141523 |
| 2016-06-01 | 7.70262936519940 |
| 2016-07-01 | 7.89291787446644 |
| 2016-08-01 | 7.92356838765112 |
| 2016-09-01 | 7.91013320994760 |
| 2016-10-01 | 7.83882050141969 |
| 2016-11-01 | 7.81223737718659 |
| 2016-12-01 | 7.79783808318808 |
| 2017-01-01 | 7.71128171026296 |
| 2017-02-01 | 7.70133228752707 |
| 2017-03-01 | 7.79546727482310 |
| 2017-04-01 | 7.74784930224925 |
| 2017-05-01 | 7.74444909619246 |
| 2017-06-01 | 7.71206137376644 |
| 2017-07-01 | 7.61472898204071 |
| 2017-08-01 | 7.63795614507753 |
| 2017-09-01 | 7.61412607319228 |
| 2017-10-01 | 7.42905676884857 |
| 2017-11-01 | 7.50034896025878 |
| 2017-12-01 | 7.49544785522885 |
| 2018-01-01 | 7.39596169518018 |
| 2018-02-01 | 7.39339801987531 |
| 2018-03-01 | 7.38535287987996 |
| 2018-04-01 | 7.45952732134582 |
| 2018-05-01 | 7.44764356590139 |
| 2018-06-01 | 7.41917837516561 |
| 2018-07-01 | 7.43619147590022 |
| 2018-08-01 | 7.34842415780461 |
| 2018-09-01 | 7.42582518661470 |
| 2018-10-01 | 7.41788646808570 |
| 2018-11-01 | 7.38461730648829 |
| 2018-12-01 | 7.39143147384599 |
| 2019-01-01 | 7.36895728224710 |
| 2019-02-01 | 7.37997720361123 |
| 2019-03-01 | 7.47850668001798 |
| 2019-04-01 | 7.39040567215960 |
| 2019-05-01 | 7.35960301992331 |
| 2019-06-01 | 7.32572817006074 |
| 2019-07-01 | 7.34166590913730 |
| 2019-08-01 | 7.35357568857384 |
| 2019-09-01 | 7.33601857874208 |
| 2019-10-01 | 7.40637938656637 |
| 2019-11-01 | 7.47452999234021 |
| 2019-12-01 | 7.49394508425034 |
| 2020-01-01 | 7.54053007703349 |
| 2020-02-01 | 7.56987508467062 |
| 2020-03-01 | 7.57266660865471 |
| 2020-04-01 | 6.82740591750813 |
| 2020-05-01 | 6.86519776556609 |
| 2020-06-01 | 6.92476328580569 |
| 2020-07-01 | 6.93815329711586 |
| 2020-08-01 | 7.04805750289644 |
| 2020-09-01 | 7.14379802901529 |
| 2020-10-01 | 7.31082703998103 |
| 2020-11-01 | 7.37843708215911 |
| 2020-12-01 | 7.40123874892023 |
| 2021-01-01 | 7.51230330988173 |
| 2021-02-01 | 7.55738640013683 |
| 2021-03-01 | 7.56927220566962 |
| 2021-04-01 | 7.55830532692132 |
| 2021-05-01 | 7.56821960926055 |
| 2021-06-01 | 7.62162017121385 |
| 2021-07-01 | 7.62711660213563 |
| 2021-08-01 | 7.63038303136779 |
| 2021-09-01 | 7.54844362889104 |
| 2021-10-01 | 7.72898346844824 |
| 2021-11-01 | 7.69303896111437 |
| 2021-12-01 | 7.80804746534602 |
| 2022-01-01 | 7.59617664896745 |
| 2022-02-01 | 7.54878747325636 |
| 2022-03-01 | 7.56312118200557 |
| 2022-04-01 | 7.57558316529521 |
| 2022-05-01 | 7.66348336720667 |
| 2022-06-01 | 7.71546387674703 |
| 2022-07-01 | 7.81792971484786 |
| 2022-08-01 | 7.81080434409418 |
| 2022-09-01 | 7.85463455171167 |
| 2022-10-01 | 7.75334238583977 |
| 2022-11-01 | 7.71339926395416 |
| 2022-12-01 | 7.70616359907185 |
| 2023-01-01 | 7.79128368949141 |
| 2023-02-01 | 7.73945816124642 |
| 2023-03-01 | 7.75954941203632 |
| 2023-04-01 | 7.68144825054138 |
| 2023-05-01 | 7.65540527063427 |
| 2023-06-01 | 7.61472343179138 |
| 2023-07-01 | 7.50814963745557 |
| 2023-08-01 | 7.49684798174260 |
| 2023-09-01 | 7.45937886338641 |
| 2023-10-01 | 7.37569620702322 |
| 2023-11-01 | 7.33170760492608 |
| 2023-12-01 | 7.30138602225701 |
| 2024-01-01 | 7.59163095238750 |
| 2024-02-01 | 7.53072719529061 |
| 2024-03-01 | 7.55499619995595 |
| 2024-04-01 | 7.57579758785851 |
| 2024-05-01 | 7.64856921374669 |
| 2024-06-01 | 7.51803201389141 |
| 2024-07-01 | 7.50623852172487 |
| 2024-08-01 | 7.49074960291960 |
| 2024-09-01 | 7.36711851715095 |
| 2024-10-01 | 7.29134166908302 |
| 2024-11-01 | 7.34229576709419 |
| 2024-12-01 | 7.29165342608038 |
| 2025-01-01 | 7.09365989934796 |
| 2025-02-01 | 7.11989773727679 |
| 2025-03-01 | 7.05099317079017 |
| 2025-04-01 | 7.06880723282608 |
| 2025-05-01 | 7.04682730607657 |
| 2025-06-01 | 7.02656971467150 |
| 2025-07-01 | 7.00874972657525 |
| 2025-08-01 | 6.99053051603194 |
| 2025-09-01 | 6.97474550170448 |
| 2025-10-01 | 6.99631202596910 |
| 2025-11-01 | 6.94061078838983 |
| 2025-12-01 | 6.98195437820694 |
| 2026-01-01 | 6.99603562138928 |
| 2026-02-01 | 7.01406928986169 |
| 2026-03-01 | 6.95082111759572 |
| 2026-04-01 | 6.86244760616957 |
| 2026-05-01 | 6.84873158968268 |
| 2026-06-01 | 6.83351043257312 |